Best AI tools for< Create Roadmap >

Released is an AI-powered tool designed to transform Jira tickets into shareable roadmaps and release notes. It helps product teams communicate product plans and updates effectively, engaging customers and stakeholders with stunning visuals and effortless generation of release notes. The tool offers features like post categorization, templates creation, issue list compilation, custom color palettes, and cross-project boards. Released integrates seamlessly with various publishing tools, ensuring security and scalability with SOC 2 Type 2 certification and encryption practices. Users can easily manage user provisioning, sync with Active Directory, and share updates publicly or privately. Loved by product teams, Released simplifies communication processes and reduces the time required to publish go-to-market plans.

Korl is a cloud-based product management tool that helps teams create and share product roadmaps, presentations, and updates. It integrates with tools like Jira, Google Drive, and Figma to sync data and auto-generate content. Korl uses AI to analyze project data and generate tailored presentations for different audiences, such as customers, executives, and stakeholders. It also provides real-time updates and allows for collaboration among team members.

Dart is an AI project management software designed to empower teams to work smarter, streamline tasks, and achieve more with less effort. It offers features like task execution, subtask generation, project planning, duplicate detection, roadmaps, calendar views, document management, integrations with workplace tools, and more. Dart is used by teams across various roles in organizations to drive focus, innovation, and impact. The tool's AI capabilities automate routine tasks, enhance project reporting, and provide actionable insights for better decision-making.

Penome is an AI-powered product management platform that empowers users to define clear goals, identify key drivers of success, and build roadmaps based on data and AI insights. It offers features like Penome Copilot for automating tasks, feedback management system, standardized goal framework, idea management with AI refinement, product portfolio management, initiatives & epics for impact analysis, and roadmapping & prioritization tools. Penome focuses on transparency, objectivity, and data-driven decisions to help organizations achieve strategic alignment and maximize productivity.

Roadmapped.ai is an AI-powered platform designed to help users learn various topics efficiently and quickly. By providing a structured roadmap generated in seconds, the platform eliminates the need to navigate through scattered online resources aimlessly. Users can input a topic they want to learn, and the AI will generate a personalized roadmap with curated resources. The platform also offers features like AI-powered YouTube search, saving roadmaps, priority support, and access to a private Discord community.

Leanbe is a product management platform designed for data-driven teams. It helps product managers capture insights from customers, competitors, and team members to make better product decisions. Leanbe uses AI to continuously update idea scores based on customer behavior, insights, and feedback from the team. This helps product managers prioritize the right ideas and build products that meet the needs of their customers.

InsightQ.ai is a pioneering force in the world of Artificial Intelligence for Product Management. Its groundbreaking AI product manager, CoPilot, is an indispensable companion on the path to product success, offering a seamless and transformative experience for product managers. InsightQ.ai CoPilot can effortlessly create a variety of essential documents that are invaluable to product managers, including product roadmaps, user personas, competitive analysis, and go-to-market strategies. It seamlessly integrates with key platforms like Atlassian and Slack, and connects with over 5,000 other services through Zapier, ensuring a cohesive and efficient workflow across all project management tools.

Airfocus is a strategic product management platform that helps teams manage strategy, understand user needs, prioritize, and align around clear roadmaps. It is a modular platform that can be customized to fit the unique needs of each team. Airfocus offers a variety of features, including OKR tracking, roadmap planning, prioritization, feedback collection, and user engagement. It also integrates with a variety of other tools, such as Jira, Trello, and Asana.

Spellmint is an AI-powered team planning tool that revolutionizes decision-making processes by turning brainstorming into brilliance. It equips teams with cutting-edge planning tools for precise product planning, masterful marketing strategy, AI-driven growth planning, designing documented brilliance, engineering excellence, financial foresight, legal ease, smarter HR planning, and next-level social media & web creation. With Spellmint, users can effortlessly articulate design ideas, simplify technical documentation, streamline financial planning, draft legal documents without jargon, and optimize HR processes. The tool offers a seamless experience for users to boost their productivity and efficiency in various planning tasks.

ITSoli is an AI consulting firm that specializes in AI adoption, transformation, and data intelligence services. They offer custom AI models, data services, and strategic partnerships to help organizations innovate, automate, and accelerate their AI journey. With expertise in fine-tuning AI models and training custom agents, ITSoli aims to unlock the power of AI for businesses across various industries.

Spective is an AI tool designed to assist entrepreneurs in understanding, pitching, and improving their business ideas with confidence. It offers a range of AI-powered tools to help users create personalized business plans, generate pitch decks, conduct SWOT analysis, discuss with a coach, validate plans, and create detailed roadmaps. The platform aims to streamline the entrepreneurial journey by providing structured guidance and support through AI technology.

Parker.ai is an intelligent platform that helps product teams capture and action their conversations, wherever they are. By integrating with popular communication and collaboration tools, Parker.ai surfaces what matters most, empowering product teams to concentrate on strategic thinking, influencing stakeholders, and engaging directly with users. Parker.ai's advanced analysis capabilities transform qualitative data into actionable quantitative insights, providing product teams with a deeper understanding of customer needs and pain points. This enables teams to make better decisions, create stronger roadmaps, and ultimately build better products.

Developer Roadmaps (roadmap.sh) is a community-driven platform offering official roadmaps, guides, projects, best practices, questions, and videos to assist developers in skill development and career growth. It provides role-based and skill-based roadmaps covering various technologies and domains. The platform is actively maintained and continuously updated to enhance the learning experience for developers worldwide.

Interview with AI is an online platform that helps users prepare for job interviews using artificial intelligence (AI). The platform offers a range of features, including personalized roadmaps, interactive quizzes, and mock interviews with AI companions. Interview with AI is designed to help users improve their interview skills, learn new concepts, and increase their chances of getting their dream job.

Taxly.ai is an advanced AI-powered tax application designed for individuals, freelancers, and self-employed professionals in Australia. It simplifies tax filing by automating estimations, identifying eligible deductions, and providing expert CPA support. The application offers real-time expense tracking, personalized tax advice, and secure electronic filing. With intuitive user interface and API integrations, Taxly.ai ensures efficient tax management and maximizes tax savings for users.

The website is a platform that aims to make owning NFTs easy and affordable for everyone, including non-celebrities. It criticizes the trend of celebrities buying expensive NFTs and emphasizes democratizing NFT ownership. The platform allows users to mint their own NFTs and features artwork created by artists supporting the movement. It also provides a roadmap outlining phases for users to upgrade their NFT experience, participate in giveaways, and eventually reach a stage where everyone can own an NFT. The platform's mission is to empower individuals to own NFTs and challenge the dominance of corporations and influencers in the NFT space.

Doerplan is an AI-powered marketing tool that helps users generate complete marketing strategies and user personas for their projects. It offers personalized strategies, plans, and user profiles to assist users in understanding their audience, selling their products, and boosting their sales game. With a focus on actionable plans and competitor insights, Doerplan aims to empower users to become confident marketers in three simple steps. The tool also provides a variety of templates, plans, and strategies to support users in winning the marketing game.

MacWhisper is a native macOS application that utilizes OpenAI's Whisper technology for transcribing audio files into text. It offers a user-friendly interface for recording, transcribing, and editing audio, making it suitable for various use cases such as transcribing meetings, lectures, interviews, and podcasts. The application is designed to protect user privacy by performing all transcriptions locally on the device, ensuring that no data leaves the user's machine.

Zeda.io is an AI-powered product management software that focuses on Voice of Customer (VoC) analysis. It helps product teams collect, analyze, and act on customer feedback to build products that align with customer needs and drive revenue. The platform offers features such as capturing and centralizing feedback from multiple channels, leveraging AI for product insights, integrating with various tools, generating AI insight reports, and validating ideas faster. Zeda.io aims to streamline the product discovery process by providing actionable insights and facilitating collaboration among cross-functional teams.

Codeway is a leading mobile AI app developer that actively supports earthquake relief efforts in Turkey. With a focus on creating AI-powered apps, Codeway leverages cutting-edge AI technologies to deliver unparalleled user experiences. The company invests in R&D operations to ensure excellence in technology implementation, and is committed to understanding user needs for continuous app evolution. Codeway's products include mobile apps like Cleanup, Scanner+, Ask AI, Facedance, Wonder, Rumble Rivals, and PixelUp. The company excels in marketing, product management, and culture, attracting top talent and fostering a data-driven roadmap to success.

This repository provides comprehensive roadmaps for various roles in the Data Analytics, Data Science, and Artificial Intelligence industry. It aims to guide individuals, whether students or professionals, in understanding the required skills and timeline for different roles, helping them focus on learning the necessary skills to secure a job. The repository includes detailed guides for roles such as Data Analyst, Data Engineer, Data Scientist, AI Engineer, Computer Vision Engineer, Generative AI Engineer, Machine Learning Engineer, NLP Engineer, and Domain-Specific ML Topics for Researchers.

The LLM course is divided into three parts: 1. 🧩 **LLM Fundamentals** covers essential knowledge about mathematics, Python, and neural networks. 2. 🧑‍🔬 **The LLM Scientist** focuses on building the best possible LLMs using the latest techniques. 3. 👷 **The LLM Engineer** focuses on creating LLM-based applications and deploying them. For an interactive version of this course, I created two **LLM assistants** that will answer questions and test your knowledge in a personalized way: * 🤗 **HuggingChat Assistant**: Free version using Mixtral-8x7B. * 🤖 **ChatGPT Assistant**: Requires a premium account. ## 📝 Notebooks A list of notebooks and articles related to large language models. ### Tools | Notebook | Description | Notebook | |----------|-------------|----------| | 🧐 LLM AutoEval | Automatically evaluate your LLMs using RunPod |  | | 🥱 LazyMergekit | Easily merge models using MergeKit in one click. |  | | 🦎 LazyAxolotl | Fine-tune models in the cloud using Axolotl in one click. |  | | ⚡ AutoQuant | Quantize LLMs in GGUF, GPTQ, EXL2, AWQ, and HQQ formats in one click. |  | | 🌳 Model Family Tree | Visualize the family tree of merged models. |  | | 🚀 ZeroSpace | Automatically create a Gradio chat interface using a free ZeroGPU. |  |

Laravel Slower is a powerful package designed for Laravel developers to optimize the performance of their applications by identifying slow database queries and providing AI-driven suggestions for optimal indexing strategies and performance improvements. It offers actionable insights for debugging and monitoring database interactions, enhancing efficiency and scalability.

Mentals AI is a tool designed for creating and operating agents that feature loops, memory, and various tools, all through straightforward markdown syntax. This tool enables you to concentrate solely on the agent’s logic, eliminating the necessity to compose underlying code in Python or any other language. It redefines the foundational frameworks for future AI applications by allowing the creation of agents with recursive decision-making processes, integration of reasoning frameworks, and control flow expressed in natural language. Key concepts include instructions with prompts and references, working memory for context, short-term memory for storing intermediate results, and control flow from strings to algorithms. The tool provides a set of native tools for message output, user input, file handling, Python interpreter, Bash commands, and short-term memory. The roadmap includes features like a web UI, vector database tools, agent's experience, and tools for image generation and browsing. The idea behind Mentals AI originated from studies on psychoanalysis executive functions and aims to integrate 'System 1' (cognitive executor) with 'System 2' (central executive) to create more sophisticated agents.

Awesome RoadMaps and Interviews is a comprehensive repository that aims to provide guidance for technical interviews and career development in the ITCS field. It covers a wide range of topics including interview strategies, technical knowledge, and practical insights gained from years of interviewing experience. The repository emphasizes the importance of combining theoretical knowledge with practical application, and encourages users to expand their interview preparation beyond just algorithms. It also offers resources for enhancing knowledge breadth, depth, and programming skills through curated roadmaps, mind maps, cheat sheets, and coding snippets. The content is structured to help individuals navigate various technical roles and technologies, fostering continuous learning and professional growth.

Educhain is a powerful Python package that leverages Generative AI to create engaging and personalized educational content. It enables users to generate multiple-choice questions, create lesson plans, and support various LLM models. Users can export questions to JSON, PDF, and CSV formats, customize prompt templates, and generate questions from text, PDF, URL files, youtube videos, and images. Educhain outperforms traditional methods in content generation speed and quality. It offers advanced configuration options and has a roadmap for future enhancements, including integration with popular Learning Management Systems and a mobile app for content generation on-the-go.

mcpdotnet is a .NET implementation of the Model Context Protocol (MCP), facilitating connections and interactions between .NET applications and MCP clients and servers. It aims to provide a clean, specification-compliant implementation with support for various MCP capabilities and transport types. The library includes features such as async/await pattern, logging support, and compatibility with .NET 8.0 and later. Users can create clients to use tools from configured servers and also create servers to register tools and interact with clients. The project roadmap includes expanding documentation, increasing test coverage, adding samples, performance optimization, SSE server support, and authentication.

Clash Royale Build-A-Bot is a project that allows users to build their own bot to play Clash Royale. It provides an advanced state generator that accurately returns detailed information using cutting-edge technologies. The project includes tutorials for setting up the environment, building a basic bot, and understanding state generation. It also offers updates such as replacing YOLOv5 with YOLOv8 unit model and enhancing performance features like placement and elixir management. The future roadmap includes plans to label more images of diverse cards, add a tracking layer for unit predictions, publish tutorials on Q-learning and imitation learning, release the YOLOv5 training notebook, implement chest opening and card upgrading features, and create a leaderboard for the best bots developed with this repository.

Beelzebub is an advanced honeypot framework designed to provide a highly secure environment for detecting and analyzing cyber attacks. It offers a low code approach for easy implementation and utilizes virtualization techniques powered by OpenAI Generative Pre-trained Transformer. Key features include OpenAI Generative Pre-trained Transformer acting as Linux virtualization, SSH Honeypot, HTTP Honeypot, TCP Honeypot, Prometheus openmetrics integration, Docker integration, RabbitMQ integration, and kubernetes support. Beelzebub allows easy configuration for different services and ports, enabling users to create custom honeypot scenarios. The roadmap includes developing Beelzebub into a robust PaaS platform. The project welcomes contributions and encourages adherence to the Code of Conduct for a supportive and respectful community.

PatchWork is an open-source framework designed for automating development tasks using large language models. It enables users to automate workflows such as PR reviews, bug fixing, security patching, and more through a self-hosted CLI agent and preferred LLMs. The framework consists of reusable atomic actions called Steps, customizable LLM prompts known as Prompt Templates, and LLM-assisted automations called Patchflows. Users can run Patchflows locally in their CLI/IDE or as part of CI/CD pipelines. PatchWork offers predefined patchflows like AutoFix, PRReview, GenerateREADME, DependencyUpgrade, and ResolveIssue, with the flexibility to create custom patchflows. Prompt templates are used to pass queries to LLMs and can be customized. Contributions to new patchflows, steps, and the core framework are encouraged, with chat assistants available to aid in the process. The roadmap includes expanding the patchflow library, introducing a debugger and validation module, supporting large-scale code embeddings, parallelization, fine-tuned models, and an open-source GUI. PatchWork is licensed under AGPL-3.0 terms, while custom patchflows and steps can be shared using the Apache-2.0 licensed patchwork template repository.

LLMChat is an all-in-one AI chat interface that supports multiple language models, offers a plugin library for enhanced functionality, enables web search capabilities, allows customization of AI assistants, provides text-to-speech conversion, ensures secure local data storage, and facilitates data import/export. It also includes features like knowledge spaces, prompt library, personalization, and can be installed as a Progressive Web App (PWA). The tech stack includes Next.js, TypeScript, Pglite, LangChain, Zustand, React Query, Supabase, Tailwind CSS, Framer Motion, Shadcn, and Tiptap. The roadmap includes upcoming features like speech-to-text and knowledge spaces.

PySpur is a graph-based editor designed for LLM (Large Language Models) workflows. It offers modular building blocks, node-level debugging, and performance evaluation. The tool is easy to hack, supports JSON configs for workflow graphs, and is lightweight with minimal dependencies. Users can quickly set up PySpur by cloning the repository, creating a .env file, starting docker services, and accessing the portal. PySpur can also work with local models served using Ollama, with steps provided for configuration. The roadmap includes features like canvas, async/batch execution, support for Ollama, new nodes, pipeline optimization, templates, code compilation, multimodal support, and more.

TypedAI is a TypeScript-first AI platform designed for developers to create and run autonomous AI agents, LLM based workflows, and chatbots. It offers advanced autonomous agents, software developer agents, pull request code review agent, AI chat interface, Slack chatbot, and supports various LLM services. The platform features configurable Human-in-the-loop settings, functional callable tools/integrations, CLI and Web UI interface, and can be run locally or deployed on the cloud with multi-user/SSO support. It leverages the Python AI ecosystem through executing Python scripts/packages and provides flexible run/deploy options like single user mode, Firestore & Cloud Run deployment, and multi-user SSO enterprise deployment. TypedAI also includes UI examples, code examples, and automated LLM function schemas for seamless development and execution of AI workflows.

RLAMA is a powerful AI-driven question-answering tool that seamlessly integrates with local Ollama models. It enables users to create, manage, and interact with Retrieval-Augmented Generation (RAG) systems tailored to their documentation needs. RLAMA follows a clean architecture pattern with clear separation of concerns, focusing on lightweight and portable RAG capabilities with minimal dependencies. The tool processes documents, generates embeddings, stores RAG systems locally, and provides contextually-informed responses to user queries. Supported document formats include text, code, and various document types, with troubleshooting steps available for common issues like Ollama accessibility, text extraction problems, and relevance of answers.

MemGPT is a system that intelligently manages different memory tiers in LLMs in order to effectively provide extended context within the LLM's limited context window. For example, MemGPT knows when to push critical information to a vector database and when to retrieve it later in the chat, enabling perpetual conversations. MemGPT can be used to create perpetual chatbots with self-editing memory, chat with your data by talking to your local files or SQL database, and more.

Open Roleplay is an open-source alternative to Character.ai. It allows users to create their own AI characters, customize them, and generate images and voices for them. Open Roleplay also supports group chat and automatic translation. The tool is built with Next.js, React.js, Tailwind CSS, Vercel, Convex, and Clerk.

PromptClip is a tool that allows developers to create video clips using LLM prompts. Users can upload videos from various sources, prompt the video in natural language, use different LLM models, instantly watch the generated clips, finetune the clips, and add music or image overlays. The tool provides a seamless way to extract specific moments from videos based on user queries, making video editing and content creation more efficient and intuitive.

Instrukt is a terminal-based AI integrated environment that allows users to create and instruct modular AI agents, generate document indexes for question-answering, and attach tools to any agent. It provides a platform for users to interact with AI agents in natural language and run them inside secure containers for performing tasks. The tool supports custom AI agents, chat with code and documents, tools customization, prompt console for quick interaction, LangChain ecosystem integration, secure containers for agent execution, and developer console for debugging and introspection. Instrukt aims to make AI accessible to everyone by providing tools that empower users without relying on external APIs and services.

AgentStack is a command-line tool that helps users create AI agent projects quickly and efficiently. It offers CLI utilities for code generation and simplifies the process of building agents and tasks. The tool is designed to work on macOS, Windows, and Linux, providing a seamless experience for developers. AgentStack aims to streamline the development process by offering pre-built templates, easy access to tools, and a curated experience on top of popular agent frameworks and LLM providers. It is not a low-code solution but rather a head-start for starting agent projects from scratch.

AiDE is a lightweight framework for structuring AI-assisted development. It standardizes project context management, documentation, and collaboration, ensuring the assistant stays informed and productive throughout the project lifecycle. It offers drop-in simplicity with no dependencies, versatile usage for new and existing projects, and standardized templates for roadmaps, tasks, decisions, and sessions. The framework helps track project state, decision records, task management, and session tracking. It encourages best practices like starting each session by reviewing `.context` files, tracking task completion, documenting key decisions, and recording session summaries. The folder structure includes files for current state, roadmap, tasks, decisions, and sessions, with specific directories for active, completed, hold, and planned tasks. Contributions are welcome to enhance the usability of `.context`, and optional global rules for AI assistants are provided to optimize integration with the framework.

Don’t know where to even begin? Let me help create a roadmap towards the career of your dreams! Type "help" for More Information

Don’t know where to even begin? Let me help create a roadmap towards the career of your dreams! Type "help" for More Information

Don’t know where to even begin? Let me help create a roadmap towards the career of your dreams! Type "help" for More Information

Don’t know where to even begin? Let me help create a roadmap towards the career of your dreams! Type "help" for More Information

Don’t know where to even begin? Let me help create a roadmap towards the career of your dreams! Type "help" for More Information

Don’t know where to even begin? Let me help create a roadmap towards the career of your dreams! Type "help" for More Information

Don’t know where to even begin? Let me help create a roadmap towards the career of your dreams! Type "help" for More Information

Don’t know where to even begin? Let me help create a roadmap towards the career of your dreams! Type "help" for More Information

Don’t know where to even begin? Let me help create a roadmap towards the career of your dreams! Type "help" for More Information

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This AI assistant is not just a chatbot; it's a virtual consultant, combining deep knowledge in IT product management with insights in user experience (UX) and product development.,

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